PCOS Appendix
Generated: 2025-08-24 09:47:29
Key thresholds
thr_j
0.4630
thr_s80
0.4830
thr_85
0.4635
global_t_temp
0.5818
OOF 95% CIs
| Metric | Mean | 95% CI |
|---|
| AUC_ROC | 0.814 | [0.799, 0.829] |
| AP | 0.647 | [0.615, 0.680] |
| Brier | 0.176 | [0.172, 0.179] |
| Sens@Spec80 | 0.588 | [0.542, 0.641] |
Plots
ROC Curve

PR Curve

Reliability

DET Curve

Score Histogram

Class Balance

Augmentations

CM @ J*

CM @ Spec80

Decision Curve

Grad-CAM Examples
gradcam_CORRECT_idx1843_true1_pred0.528.png
gradcam_CORRECT_idx268_true1_pred0.531.png
gradcam_CORRECT_idx2997_true1_pred0.523.png
gradcam_CORRECT_idx3041_true1_pred0.547.png